Given an adjacency matrix drawn from a Generalized Stochastic Block Model with missing observations, this package robustly estimates the probabilities of connection between nodes and detects outliers nodes, as describes in Gaucher, Klopp and Robin (2019) <doi:10.48550/arXiv.1911.13122>.
| Version: | 0.2.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | softImpute, RSpectra, doParallel, Matrix, foreach |
| Suggests: | knitr, rmarkdown, igraph, missSBM, RColorBrewer, combinat, testthat |
| Published: | 2022-09-20 |
| DOI: | 10.32614/CRAN.package.gsbm |
| Author: | Genevieve Robin [aut], Solenne Gaucher [aut, cre] |
| Maintainer: | Solenne Gaucher <solenne.gaucher at math.u-psud.fr> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | gsbm results |
| Reference manual: | gsbm.html , gsbm.pdf |
| Vignettes: |
PrimarySchool (source, R code) blogosphere (source, R code) les_miserables (source, R code) |
| Package source: | gsbm_0.2.2.tar.gz |
| Windows binaries: | r-devel: gsbm_0.2.2.zip, r-release: gsbm_0.2.2.zip, r-oldrel: gsbm_0.2.2.zip |
| macOS binaries: | r-release (arm64): gsbm_0.2.2.tgz, r-oldrel (arm64): gsbm_0.2.2.tgz, r-release (x86_64): gsbm_0.2.2.tgz, r-oldrel (x86_64): gsbm_0.2.2.tgz |
| Old sources: | gsbm archive |
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